In regards to previous literature, Wiltschko. al. [1]} state that the auto correlation of mouse pose dynamics decrease after a period of approximately 500 ms. Interestingly, the optimal temporal window size determined for the Temporal Convolutional model was significantly larger (3.7 s).
This suggests that additional behavioral information can be extracted at longer time spans, adding onto the discussion on the relevance of multi-scale dependencies in behavioral models [2]}.
